Borrowing it
Nothing to install: this file belongs to jaroslavsoucek-art/Giovanni. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jaroslavsoucek-art/Giovanni/main/.claude/agents/README.mdgit clone --depth 1 https://github.com/jaroslavsoucek-art/GiovanniWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/jaroslavsoucek-art/giovanni/readme)<a href="https://agentmods.dev/agents/jaroslavsoucek-art/giovanni/readme"><img src="https://agentmods.dev/badge/agents/jaroslavsoucek-art/giovanni/readme/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/jaroslavsoucek-art/giovanni/readme"><img src="https://agentmods.dev/badge/agents/jaroslavsoucek-art/giovanni/readme.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.01654 |
| Opus 5 | $0.00000 | $0.00827 |
| Sonnet 5 | $0.00000 | $0.00331 |
| Haiku 4.5 | $0.00000 | $0.00165 |
Grade A, and why
README scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agents
Custom subagents for Giovanni. Each lives at .claude/agents/<name>.md and is spawned via the Agent tool (or via slash commands that route through prediction-runtime).
Two populations live in this directory:
-
Architect agents — framework-builders. Spawned during Giovanni bootstrap to produce templates / docs / scripts. Frozen after bootstrap — they don't run in daily operations. (memory-architect, governance-architect, stakeholder-architect, prediction-architect, subagent-roster-architect, adversarial-architect, digest-architect, slash-command-architect)
-
Operational agents — worker agents. Spawned by the fork's user during daily operations. This is what the rest of this README is about.
Design philosophy + invocation patterns: see docs/agents.md.
Operational agent roster
| Agent | One-liner | Model | When to spawn |
|---|---|---|---|
source-puller |
Pull a single source (chat / email / calendar / project tracker / version control / CRM / docs) for a time window — return structured bullets, no synthesis | sonnet | Parallel fan-out in daily digest workflows; any time you need raw signal from one source isolated from main thread context |
researcher |
External research via web search + fetch — return structured memory note (FACT / ANALOGY / ESTIMATE) + optional constitution patch proposal | opus | "Investigate X", "research X", "verify claim about Y" — anything requiring sources outside the repo |
profile-bootstrap |
Bootstrap a new stakeholder profile OR refresh an existing one in memory/stakeholders/<slug>.md |
opus | "Bootstrap stakeholder X", "refresh profile X", "who is X" (when not yet profiled) |
deliverable-reviewer |
Pre-share content QA pass — consistency, diff vs prior, provenance, voice match. SHIP / REWRITE / KILL verdict. Read-only. | opus | After writing any deliverable in deliverables/; before sharing externally |
consistency-checker |
Semantic drift checks across memory + constitution + agent roster + decision records. Surfaces contradictions that deterministic lint can't catch. | sonnet | Via /consistency-check slash command — NOT auto. Cadence is configurable per fork. |
market-radar |
Proactive external competitive / market intelligence scan. Default = periodic sweep; focused = topic / market / competitor deep-dive | opus | Via /market-radar slash command. Manual cadence; weekly default. |
prediction-runtime |
Executes /branch-out (active simulation), /shadow-review (quarterly verdict pass), /calibration-report (monthly aggregation). Carries the 8 binding principles. |
opus | Via slash commands — never invoked directly by user. |
adversarial-reviewer |
Adversarial review of strategic drafts — SHIP / REWRITE / KILL verdict with strongest counter-case construction. Default-critical mode, no flattery. | opus | Via /review or /redline slash commands; or when draft contains [REVIEW] tag or message starts with review: / redline: / before send: |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 87 lines · 0 tokens per session scan A c01ee115fbe8
README is an agent published in the GitHub repository jaroslavsoucek-art/Giovanni (2 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,654 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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